Triple

T3747396
Position Surface form Disambiguated ID Type / Status
Subject Republic of Korea Air Force E81240 entity
Predicate operatesAircraft P1524 FINISHED
Object KF-16
The KF-16 is a South Korean–produced variant of the F-16 Fighting Falcon multirole fighter, built under license with localized systems and upgrades for the Republic of Korea Air Force.
E384518 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: KF-16 | Statement: [Republic of Korea Air Force, operatesAircraft, KF-16]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: KF-16
Context triple: [Republic of Korea Air Force, operatesAircraft, KF-16]
  • A. Shenyang J-16
    The Shenyang J-16 is a modern Chinese twin-engine multirole fighter jet derived from the Su-30 design, equipped with advanced avionics and precision strike capabilities.
  • B. Chengdu J-20
    The Chengdu J-20 is a Chinese fifth-generation stealth fighter jet designed for long-range air superiority and strike missions.
  • C. Y-20
    The Y-20 is a large Chinese military transport aircraft designed for strategic airlift of troops, equipment, and supplies over long distances.
  • D. Chengdu J-10
    The Chengdu J-10 is a Chinese multirole, single-engine fighter aircraft designed for air superiority and ground attack missions.
  • E. Xian H-6
    The Xian H-6 is a Chinese license-built version of the Soviet Tu-16 strategic bomber, extensively modernized and used for long-range strike and maritime attack roles.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: KF-16
Triple: [Republic of Korea Air Force, operatesAircraft, KF-16]
Generated description
The KF-16 is a South Korean–produced variant of the F-16 Fighting Falcon multirole fighter, built under license with localized systems and upgrades for the Republic of Korea Air Force.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: KF-16
Target entity description: The KF-16 is a South Korean–produced variant of the F-16 Fighting Falcon multirole fighter, built under license with localized systems and upgrades for the Republic of Korea Air Force.
  • A. Shenyang J-16
    The Shenyang J-16 is a modern Chinese twin-engine multirole fighter jet derived from the Su-30 design, equipped with advanced avionics and precision strike capabilities.
  • B. Chengdu J-20
    The Chengdu J-20 is a Chinese fifth-generation stealth fighter jet designed for long-range air superiority and strike missions.
  • C. Y-20
    The Y-20 is a large Chinese military transport aircraft designed for strategic airlift of troops, equipment, and supplies over long distances.
  • D. Chengdu J-10
    The Chengdu J-10 is a Chinese multirole, single-engine fighter aircraft designed for air superiority and ground attack missions.
  • E. Xian H-6
    The Xian H-6 is a Chinese license-built version of the Soviet Tu-16 strategic bomber, extensively modernized and used for long-range strike and maritime attack roles.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69ad8b19b7b08190a6188804e99c53e9 completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69adcb6ac5ac8190934ec1a6c887a8f5 completed March 8, 2026, 7:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4db2f5e9881908c10feafbb569f48 completed March 14, 2026, 3:51 a.m.
NEDg Description generation batch_69b4df1cfd348190831cc472de055436 completed March 14, 2026, 4:07 a.m.
NED2 Entity disambiguation (via description) batch_69b4df7b2da881908aef158d79c2834c completed March 14, 2026, 4:09 a.m.
Created at: March 8, 2026, 3:35 p.m.